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. 2022 Aug 2;12(8):e059111. doi: 10.1136/bmjopen-2021-059111

Table 2.

Calculation of the CoLab linear predictor

Variable β Exclusion limit Relative importance (%)
Intercept −6.885
Erythrocytes (/pL) 0.9379 Erythrocytes <2.9/pL 52
Leucocytes (/nL) −0.1298 46
Eosinophils (/nL) −6.834 86
Basophils (/nL) −47.70 Basophils >0.33/nL 100
Log10 of bilirubin (µmol/L) −1.142 Bilirubin >169 µmol/L 26
Log10 of LD (U/L) 5.369 LD >1564 U/L 58
Log10 of ALP (IU/L) −3.114 AF >1000 IU/L 45
Log10 of gGT (U/L) 0.3605 gGT >1611 U/L 11
Albumin (g/L) −0.1156 45
CRP (mg/L) 0.002560 15
Age (years) 0.002275 4

The CoLab linear predictor (LP) is calculated by summing the intercept and the products of the 11 variables with their corresponding coefficients (βs). CoLab LP=−6.885+[erythrocytes]×0.9379−[leucocytes]×0.1298−[eosinophils]×6.834−[basophils]×47.7−log10[bilirubin]×1.142+log10[LD]×5.369−log10[ALP]×3.114+log10[gGT]×0.3605−[albumin]×0.1156+[CRP]×0.02560+[age]×0.002275. The LP can be converted into a CoLab-score (see figure 2) or into a probability if the prevalence is known or estimated (see details in online supplemental material 1). The CoLab-score is not valid if any of the variables exceeds the limits in the third column. The relative importance ranks the importance of variables in predicting the outcome, relative to the most important variable (in this case basophils).

ALP, alkaline phosphatase; CRP, C reactive protein; gGT, gamma-glutamyltransferase; LD, lactate dehydrogenase.